Go to your local home improvement center and buy a plastic pad that is called "steel wool substitute". Squirt on a little WD40 and the rust will come off quite easily. Wipe it down with WD40 every week until you are ready to paint it, then wipe it with paint thinner to remove the last of the WD40.